If you want to restart jboss in fresh mode you can delete the data and tmp folder (in standalone folder in standalone mode, I don't know where it is where several node is run on the same machine in domain mode).

As it is requested by the standard to persist between JVM restart the timer by default it is logical there is no way to disable timer persistance without becoming non compliant on the point of view of the application.